AIML - Sr. ML Engineer, NL Response Generation - Answers, Knowledge, & Information (AKI)

No detailed description available.

• Contribute on research, design, implementation and evaluation of algorithms and models to enhance the quality and performance of personalized response generation models.
• Use advanced NLP, deep learning and LLM techniques to generate grounded responses for user intent.
• Analyze loss patterns in the current search and assistant stack and come up with insights, algorithms and techniques to resolve quality gaps with the goal of improving the top-line product metrics.
• Develop a long-term technical vision; propose a roadmap for team setting clear objectives.
• Collaborate with teams across the company to define product requirements and prioritize ranking criteria that optimize user satisfaction.
• Establish metrics and continuously improve performance of models by applying innovative ML techniques.

• 4+ years Experience in Machine Learning, NLP and applying these techniques at scale
• Strong software engineering skills in mainstream programming languages, such as Python, Go, C/C++
• Strong communication skills
• Bachelor's degree in Computer Science and industry work experience
• Preferred qualifications include in-depth knowledge and expertise in applying Deep learning models, Large Language Models and their evaluations
• Experience using ML frameworks (pyTorch, JAX, TensorFlow, XGBoost etc.)
• Ability to quickly prototype ideas / solutions, and perform critical analysis
• Background in personalization, user behavior modeling, and data-driven decision-making
• Advance degree (Master’s or Ph.D.) in Computer Science, Statistics, or related field, or equivalent industry work experience

• Comprehensive medical and dental coverage
• Retirement benefits
• Discounted products and services
• Education reimbursement
• Discretionary restricted stock unit awards
• Employee Stock Purchase Plan
• Discretionary bonuses or commission payments
• Relocation assistance